public async Task <Tuple <Disarming, Disarming, Disarming> > GetDisarmingProcedure(int beepsLevel)
{
await _learnNetworkTask;
_network.StopLearning();
var procedure = _network.Run(new double[] { beepsLevel });
var result = new Disarming[3];
var mins = Enumerable.Repeat(100.0, 3).ToArray();
foreach (var bomb in _bombTypeses)
{
var abs1 = Math.Abs((int)bomb.FirstStageDisarming - procedure[0]);
var abs2 = Math.Abs((int)bomb.SecondStageDisarming - procedure[1]);
var abs3 = Math.Abs((int)bomb.ThirdStageDisarming - procedure[2]);
if (mins[0] > abs1)
{
mins[0] = abs1;
result[0] = bomb.FirstStageDisarming;
}
if (mins[1] > abs2)
{
mins[1] = abs2;
result[1] = bomb.SecondStageDisarming;
}
if (mins[2] > abs3)
{
mins[2] = abs3;
result[2] = bomb.ThirdStageDisarming;
}
}
return(Tuple.Create(result[0], result[1], result[2]));
}
public ExplosiveBomb()
{
BeepsLevel = 4;
FirstStageDisarming = Disarming.CutRedWire;
SecondStageDisarming = Disarming.CutGreenWire;
ThirdStageDisarming = Disarming.CutBlueWire;
}
public DemolitionExplosiveBomb()
{
BeepsLevel = 3;
FirstStageDisarming = Disarming.CutGreenWire;
SecondStageDisarming = Disarming.CutControlWire;
ThirdStageDisarming = Disarming.CutYellowWire;
}
public Mine()
{
BeepsLevel = 5;
FirstStageDisarming = Disarming.CutRedWire;
SecondStageDisarming = Disarming.CutGreenWire;
ThirdStageDisarming = Disarming.CutBlueWire;
}
public DemolitionBomb()
{
BeepsLevel = 2;
FirstStageDisarming = Disarming.CutBlueWire;
SecondStageDisarming = Disarming.CutGreenWire;
ThirdStageDisarming = Disarming.CutRedWire;
}
public BallBomb()
{
BeepsLevel = 1;
FirstStageDisarming = Disarming.CutControlWire;
SecondStageDisarming = Disarming.CutYellowWire;
ThirdStageDisarming = Disarming.CutRedWire;
}
private BombDecisionTree DisarmingDecisionTree(LearningModel model, string idBomb, Disarming step1, Disarming step2, Disarming step3)
{
switch (int.Parse(idBomb))
{
case 1:
_typeBomb = BombTypes.Ball;
break;
case 2:
_typeBomb = BombTypes.Demolition;
break;
case 3:
_typeBomb = BombTypes.DemolitionExplosive;
break;
case 4:
_typeBomb = BombTypes.Explosive;
break;
case 5:
_typeBomb = BombTypes.Mine;
break;
}
var result = model.Model.Predict(new BombDecisionTree
{
bomb = _typeBomb,
FirstStageDisarming = step1,
SecondStageDisarming = step2,
ThirdStageDisarming = step3
});
return(result);
}
public async Task <Tuple <Disarming, Disarming, Disarming> > GetDisarmingProcedure(int beepsLevel)
{
await _learnTreeTask;
var result = new Disarming[3];
switch (beepsLevel)
{
case 1:
_typeBomb = BombTypes.Ball;
break;
case 2:
_typeBomb = BombTypes.Demolition;
break;
case 3:
_typeBomb = BombTypes.DemolitionExplosive;
break;
case 4:
_typeBomb = BombTypes.Explosive;
break;
case 5:
_typeBomb = BombTypes.Mine;
break;
}
var _result = _model.Model.Predict(new BombDecisionTree
{
bomb = _typeBomb
});
var _resultStr = _result.ToString();
if (String.Compare(_resultStr, "true") == 1)
{
switch (beepsLevel)
{
case 0:
result[0] = Disarming.CutControlWire;
result[1] = Disarming.CutYellowWire;
result[2] = Disarming.CutRedWire;
break;
case 1:
result[0] = Disarming.CutBlueWire;
result[1] = Disarming.CutGreenWire;
result[2] = Disarming.CutRedWire;
break;
case 2:
result[0] = Disarming.CutGreenWire;
result[1] = Disarming.CutControlWire;
result[2] = Disarming.CutYellowWire;
break;
case 3:
result[0] = Disarming.CutRedWire;
result[1] = Disarming.CutGreenWire;
result[2] = Disarming.CutBlueWire;
break;
case 4:
result[0] = Disarming.CutRedWire;
result[1] = Disarming.CutGreenWire;
result[2] = Disarming.CutBlueWire;
break;
}
}
return(Tuple.Create(result[0], result[1], result[2]));
}
public async Task <Tuple <Disarming, Disarming, Disarming> > GetDisarmingProcedure(int beepsLevel)
{
await _learnGenTask;
Genetic findResultForBomb = new Genetic();
bool foundResult = false;
string currentBomb = "";
var result = new Disarming[3];
switch (beepsLevel)
{
case 1: currentBomb = "10000"; break;
case 2: currentBomb = "01000"; break;
case 3: currentBomb = "00100"; break;
case 4: currentBomb = "00010"; break;
case 5: currentBomb = "00001"; break;
default: currentBomb = "00000"; break;
}
//Console.WriteLine("Wkładam = {0}, {1}", currentBomb, beepsLevel);
string resultOfFunction = findResultForBomb.searchForResult(currentBomb, beepsLevel);
if (resultOfFunction == currentBomb)
{
foundResult = true;
}
if (foundResult == true)
{
switch (resultOfFunction)
{
case "10000": //Ball
result[0] = Disarming.CutControlWire;
result[1] = Disarming.CutYellowWire;
result[2] = Disarming.CutRedWire;
break;
case "01000": //DemolitionBomb
result[0] = Disarming.CutBlueWire;
result[1] = Disarming.CutGreenWire;
result[2] = Disarming.CutRedWire;
break;
case "00100": //DemolitionExplosiveBomb
result[0] = Disarming.CutGreenWire;
result[1] = Disarming.CutControlWire;
result[2] = Disarming.CutYellowWire;
break;
case "00010": //ExplosiveBomb
result[0] = Disarming.CutRedWire;
result[1] = Disarming.CutGreenWire;
result[2] = Disarming.CutBlueWire;
break;
case "00001": //Mine
result[0] = Disarming.CutRedWire;
result[1] = Disarming.CutGreenWire;
result[2] = Disarming.CutBlueWire;
break;
}
}
return(Tuple.Create(result[0], result[1], result[2]));
}
